Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Queiroz, Alice Soares de
Orientador(a): Lourenzoni, Marcos Roberto
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufc.br/handle/riufc/78727
Resumo: CAR-T cell therapy is an immunotherapy aimed at achieving remission of various types of cancer, such as Acute Lymphoblastic Leukemia (ALL). The therapy includes the step of expressing a Chimeric Antigen Receptor (CAR) in the patient's T cell, which has the function of resizing cellular action, making it capable of recognizing specific antigens on the surface of tumor cells, such as CD22. The structure of the CAR is composed of several domains, among them the one responsible for antigen recognition like the single-chain variable fragment (scFv), which is formed by the VL and VH domains of an antibody, linked by a sequence of residues called a linker. Results from clinical trials of two anti-CD22 CARs, named short and long linker scFvs, both using the VH and VL of M971, have been published, identifying that the short scFv has a higher affinity to CD22 than the long scFv. This work aimed to understand the structural differences of scFv and CD22 at the scFv/CD22 interface with CD22 connected to a lipid membrane model, developing a predictive capacity in silico protocol to propose effective mutations for developing new CARs. Molecular Dynamics (MD) simulations were executed, and the trajectory was analyzed to investigate the free binding energy (ΔGbinding) between CD22 and the scFvs. The Fab fragment of M971 and the D6-D7 domains of CD22 are deposited in the PDB, code 7O52, and were used to generate 3D models submitted to simulations in an aqueous solution and lipid bilayer. The scFv/CD22 complexes were constructed, simulated, and evaluated structurally and energetically. The scFv/CD22 systems in the lipid bilayer were simulated in triplicate. As a result, it was observed that short and long linkers scFv/CD22 showed different structural stability from each other in aqueous solutions but were similar when in the cellular membrane environment. The average ΔGbinding between scFv/CD22 is close to the experimental ΔGbinding only when in the lipid membrane model. The results generated a protocol that can be used for the proposition of mutations to be tested in silico to proceed with incredible speed and qualities to the in vitro and in vivo tests, proposing new CARs that are more effective for CAR-T cell therapy.
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spelling Queiroz, Alice Soares deLourenzoni, Marcos Roberto2024-11-01T19:42:24Z2024-11-01T19:42:24Z2024QUEIROZ, Alice Soares de. Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL. 2024. 191 f. Dissertação (Mestrado em Biotecnologia de Recursos Naturais) – Universidade Federal do Ceará, Fortaleza, CE, 2024.http://repositorio.ufc.br/handle/riufc/78727CAR-T cell therapy is an immunotherapy aimed at achieving remission of various types of cancer, such as Acute Lymphoblastic Leukemia (ALL). The therapy includes the step of expressing a Chimeric Antigen Receptor (CAR) in the patient's T cell, which has the function of resizing cellular action, making it capable of recognizing specific antigens on the surface of tumor cells, such as CD22. The structure of the CAR is composed of several domains, among them the one responsible for antigen recognition like the single-chain variable fragment (scFv), which is formed by the VL and VH domains of an antibody, linked by a sequence of residues called a linker. Results from clinical trials of two anti-CD22 CARs, named short and long linker scFvs, both using the VH and VL of M971, have been published, identifying that the short scFv has a higher affinity to CD22 than the long scFv. This work aimed to understand the structural differences of scFv and CD22 at the scFv/CD22 interface with CD22 connected to a lipid membrane model, developing a predictive capacity in silico protocol to propose effective mutations for developing new CARs. Molecular Dynamics (MD) simulations were executed, and the trajectory was analyzed to investigate the free binding energy (ΔGbinding) between CD22 and the scFvs. The Fab fragment of M971 and the D6-D7 domains of CD22 are deposited in the PDB, code 7O52, and were used to generate 3D models submitted to simulations in an aqueous solution and lipid bilayer. The scFv/CD22 complexes were constructed, simulated, and evaluated structurally and energetically. The scFv/CD22 systems in the lipid bilayer were simulated in triplicate. As a result, it was observed that short and long linkers scFv/CD22 showed different structural stability from each other in aqueous solutions but were similar when in the cellular membrane environment. The average ΔGbinding between scFv/CD22 is close to the experimental ΔGbinding only when in the lipid membrane model. The results generated a protocol that can be used for the proposition of mutations to be tested in silico to proceed with incredible speed and qualities to the in vitro and in vivo tests, proposing new CARs that are more effective for CAR-T cell therapy.A terapia por células CAR-T é uma imunoterapia que objetiva alcançar a remissão de diversos tipos de câncer, como a Leucemia Linfoide Aguda (LLA). A terapia inclui a etapa de expressão de um Receptor Quimérico de Antígeno (CAR) em Célula T do paciente, o qual possui a função de redimensionar a ação celular, tornando-a capaz de reconhecer antígenos específicos na superfície de células tumorais, como o CD22. A estrutura do CAR é composta por vários domínios, entre eles o responsável pelo reconhecimento antigênico como o fragmento variável de cadeia única (scFv), que é formado pelos domínios VL e VH de um anticorpo, ligados por uma sequência de residuos denominada linker. Foram publicados resultados de ensaios clínicos de dois CARs anti-CD22, denominados de CARs de scFv de linker curto e longo, ambos usando o VH e VL de M971, sendo identificado que o scFv curto tem maior afinidade ao CD22 que o scFv longo. O objetivo deste trabalho foi compreender as diferenças estruturais do scFv e CD22, na interface scFv/CD22 com o CD22 conectado à modelo de membrana lipídica, desenvolvendo um protocolo, in silico com capacidade preditiva, para ser utilizado na proposição de mutações efetivas para desenvolver novos CARs. Simulações de Dinâmica Molecular (DM) foram executadas e a trajetória analisada, para investigar a energia livre de ligação (ΔGligação) entre o CD22 e os scFvs. O fragmento Fab de M971 e os domínios D6-D7 do CD22 estão depositados no PDB, cód. 7O52 e foram usados para gerar os modelos 3D, submetidos às simulações em solução aquosa e bicamada lipídica. Os complexos scFv/CD22 foram construídos, sumulados e avaliados estrutura e energeticamente. Os sistemas scFv/CD22 em bicamada foram simulados em triplicata. Como resultado, foi observado que scFv/CD22 de linker curto e longo mostraram estabilidade estrutural diferentes entre si e em solução aquosa, mas semelhantes quando em ambiente de membrana celular. Os ΔGligação médios entre scFv/CD22 estão próximos do ΔGligação experimental, somente quando em modelo membrana lipídica. Os resultados alcançados geraram um protocolo que pode ser usado para proposição de mutações, a serem testadas in silico, para prosseguir com maior velocidade e qualidade aos testes in vitro e in vivo, propondo novos CARs, mais efetivos para terapia celular CAR-T Cell.Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELLinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisCARs anti-CD22scFvs de M971Dinâmica molecularMM/PBSACARs anti-CD22scFvs from M971Molecular dynamicsMM/PBSACNPQ::CIENCIAS BIOLOGICASinfo:eu-repo/semantics/openAccessporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFChttps://orcid.org/0000-0003-3378-7623http://lattes.cnpq.br/9602694497501840https://orcid.org/0000-0003-2989-6392http://lattes.cnpq.br/13506737190623702024-11-01LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/78727/4/license.txt8a4605be74aa9ea9d79846c1fba20a33MD54ORIGINAL2024_dis_asqueiroz.pdf2024_dis_asqueiroz.pdfapplication/pdf8116862http://repositorio.ufc.br/bitstream/riufc/78727/5/2024_dis_asqueiroz.pdff8c470b02399438ff21fb933cf595a9bMD55riufc/787272024-11-04 13:29:40.947oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-11-04T16:29:40Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
title Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
spellingShingle Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
Queiroz, Alice Soares de
CNPQ::CIENCIAS BIOLOGICAS
CARs anti-CD22
scFvs de M971
Dinâmica molecular
MM/PBSA
CARs anti-CD22
scFvs from M971
Molecular dynamics
MM/PBSA
title_short Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
title_full Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
title_fullStr Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
title_full_unstemmed Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
title_sort Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL
author Queiroz, Alice Soares de
author_facet Queiroz, Alice Soares de
author_role author
dc.contributor.author.fl_str_mv Queiroz, Alice Soares de
dc.contributor.advisor1.fl_str_mv Lourenzoni, Marcos Roberto
contributor_str_mv Lourenzoni, Marcos Roberto
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS BIOLOGICAS
topic CNPQ::CIENCIAS BIOLOGICAS
CARs anti-CD22
scFvs de M971
Dinâmica molecular
MM/PBSA
CARs anti-CD22
scFvs from M971
Molecular dynamics
MM/PBSA
dc.subject.ptbr.pt_BR.fl_str_mv CARs anti-CD22
scFvs de M971
Dinâmica molecular
MM/PBSA
dc.subject.en.pt_BR.fl_str_mv CARs anti-CD22
scFvs from M971
Molecular dynamics
MM/PBSA
description CAR-T cell therapy is an immunotherapy aimed at achieving remission of various types of cancer, such as Acute Lymphoblastic Leukemia (ALL). The therapy includes the step of expressing a Chimeric Antigen Receptor (CAR) in the patient's T cell, which has the function of resizing cellular action, making it capable of recognizing specific antigens on the surface of tumor cells, such as CD22. The structure of the CAR is composed of several domains, among them the one responsible for antigen recognition like the single-chain variable fragment (scFv), which is formed by the VL and VH domains of an antibody, linked by a sequence of residues called a linker. Results from clinical trials of two anti-CD22 CARs, named short and long linker scFvs, both using the VH and VL of M971, have been published, identifying that the short scFv has a higher affinity to CD22 than the long scFv. This work aimed to understand the structural differences of scFv and CD22 at the scFv/CD22 interface with CD22 connected to a lipid membrane model, developing a predictive capacity in silico protocol to propose effective mutations for developing new CARs. Molecular Dynamics (MD) simulations were executed, and the trajectory was analyzed to investigate the free binding energy (ΔGbinding) between CD22 and the scFvs. The Fab fragment of M971 and the D6-D7 domains of CD22 are deposited in the PDB, code 7O52, and were used to generate 3D models submitted to simulations in an aqueous solution and lipid bilayer. The scFv/CD22 complexes were constructed, simulated, and evaluated structurally and energetically. The scFv/CD22 systems in the lipid bilayer were simulated in triplicate. As a result, it was observed that short and long linkers scFv/CD22 showed different structural stability from each other in aqueous solutions but were similar when in the cellular membrane environment. The average ΔGbinding between scFv/CD22 is close to the experimental ΔGbinding only when in the lipid membrane model. The results generated a protocol that can be used for the proposition of mutations to be tested in silico to proceed with incredible speed and qualities to the in vitro and in vivo tests, proposing new CARs that are more effective for CAR-T cell therapy.
publishDate 2024
dc.date.accessioned.fl_str_mv 2024-11-01T19:42:24Z
dc.date.available.fl_str_mv 2024-11-01T19:42:24Z
dc.date.issued.fl_str_mv 2024
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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status_str publishedVersion
dc.identifier.citation.fl_str_mv QUEIROZ, Alice Soares de. Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL. 2024. 191 f. Dissertação (Mestrado em Biotecnologia de Recursos Naturais) – Universidade Federal do Ceará, Fortaleza, CE, 2024.
dc.identifier.uri.fl_str_mv http://repositorio.ufc.br/handle/riufc/78727
identifier_str_mv QUEIROZ, Alice Soares de. Desenvolvimento de protocolo, in silico, visando avaliação da interface entre um fragmento de anticorpo e o CD22, para aplicação em CAR-T CELL. 2024. 191 f. Dissertação (Mestrado em Biotecnologia de Recursos Naturais) – Universidade Federal do Ceará, Fortaleza, CE, 2024.
url http://repositorio.ufc.br/handle/riufc/78727
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dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
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